Pandas Profiling Report

Dataset statistics

Number of variables	16
Number of observations	315
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	39.5 KiB
Average record size in memory	128.4 B

Variable types

Categorical	1
TimeSeries	11
Numeric	4

Alerts

`Period` has a high cardinality: 315 distinct values	High cardinality
`Gross Domestic Product, Year On Year Growth Rate \| GDP In Chained (2015) Dollars` is highly overall correlated with `Merchandise Imports By Commodity Division \| Total Merchandise Imports` and 6 other fields	High correlation
`Sea Cargo And Shipping Statistics (Total Cargo) \| Total Container Throughput (Thousand Twenty-Foot Equivalent Units)` is highly overall correlated with `Composite Leading Index (2015 = 100) \| Quarterly Composite Leading Index`	High correlation
`Merchandise Imports By Commodity Division \| Total Merchandise Imports` is highly overall correlated with `Gross Domestic Product, Year On Year Growth Rate \| GDP In Chained (2015) Dollars` and 5 other fields	High correlation
`Index Of Industrial Production (2019 = 100) \| Total` is highly overall correlated with `Gross Domestic Product, Year On Year Growth Rate \| GDP In Chained (2015) Dollars` and 4 other fields	High correlation
`Domestic Exports Of Major Non-Oil Products \| Total Electronic Products` is highly overall correlated with `Merchandise Imports By Commodity Division \| Total Merchandise Imports` and 1 other fields	High correlation
`Composite Leading Index (2015 = 100) \| Quarterly Composite Leading Index` is highly overall correlated with `Gross Domestic Product, Year On Year Growth Rate \| GDP In Chained (2015) Dollars` and 5 other fields	High correlation
`Business Expectations For The Services Sector - General Business Outlook For The Next 6 Months, Weighted Percentages Of Up, Same, Down \| Net Weighted Balance - Total Services Sector` is highly overall correlated with `Gross Domestic Product, Year On Year Growth Rate \| GDP In Chained (2015) Dollars` and 6 other fields	High correlation
`Foreign Wholesale Trade Index, (2017 = 100), In Chained Volume Terms \| Total` is highly overall correlated with `Gross Domestic Product, Year On Year Growth Rate \| GDP In Chained (2015) Dollars` and 2 other fields	High correlation
`Job Vacancies By Industry And Occupational Group (SSIC 2020) (End Of Period) \| Total` is highly overall correlated with `Gross Domestic Product, Year On Year Growth Rate \| GDP In Chained (2015) Dollars` and 4 other fields	High correlation
`Unemployment Rate (End Of Period) \| Total Unemployment Rate` is highly overall correlated with `Gross Domestic Product, Year On Year Growth Rate \| GDP In Chained (2015) Dollars` and 3 other fields	High correlation
`Food & Beverage Services Index, (2017 = 100), In Chained Volume Terms \| Total` is non stationary	Non stationary
`Period` is uniformly distributed	Uniform
`Period` has unique values	Unique
`Food & Beverage Services Index, (2017 = 100), In Chained Volume Terms \| Total` has unique values	Unique
`Retail Sales Index, (2017 = 100), In Chained Volume Terms \| Total` has unique values	Unique
`Sea Cargo And Shipping Statistics (Total Cargo) \| Total Container Throughput (Thousand Twenty-Foot Equivalent Units)` has unique values	Unique
`Merchandise Imports By Commodity Division \| Total Merchandise Imports` has unique values	Unique
`Domestic Exports Of Major Non-Oil Products \| Total Electronic Products` has unique values	Unique
`Domestic Wholesale Trade Index, (2017 = 100), In Chained Volume Terms \| Total` has unique values	Unique
`Foreign Wholesale Trade Index, (2017 = 100), In Chained Volume Terms \| Total` has unique values	Unique
`Job Vacancies By Industry And Occupational Group (SSIC 2020) (End Of Period) \| Total` has unique values	Unique
`Unemployment Rate (End Of Period) \| Total Unemployment Rate` has 17 (5.4%) zeros	Zeros

Reproduction

Analysis started	2023-06-17 02:07:05.775629
Analysis finished	2023-06-17 02:07:17.757918
Duration	11.98 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

Period
Categorical

HIGH CARDINALITY UNIFORM UNIQUE

Distinct	315
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

1997-01-31	1
2014-04-30	1
2014-11-30	1
2014-10-31	1
2014-09-30	1
Other values (310)	310

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	3150
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	315 ?
Unique (%)	100.0%

Sample

1st row	1997-01-31
2nd row	1997-02-28
3rd row	1997-03-31
4th row	1997-04-30
5th row	1997-05-31

Common Values

Value	Count	Frequency (%)
1997-01-31	1	0.3%
2014-04-30	1	0.3%
2014-11-30	1	0.3%
2014-10-31	1	0.3%
2014-09-30	1	0.3%
2014-08-31	1	0.3%
2014-07-31	1	0.3%
2014-06-30	1	0.3%
2014-05-31	1	0.3%
2014-03-31	1	0.3%
Other values (305)	305	96.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1997-01-31	1	0.3%
1997-10-31	1	0.3%
1997-04-30	1	0.3%
1997-05-31	1	0.3%
1997-06-30	1	0.3%
1997-07-31	1	0.3%
1997-08-31	1	0.3%
1997-09-30	1	0.3%
2000-02-29	1	0.3%
1997-12-31	1	0.3%
Other values (305)	305	96.8%

Most occurring characters

Value	Count	Frequency (%)
0	802	25.5%
-	630	20.0%
1	507	16.1%
2	434	13.8%
3	342	10.9%
9	140	4.4%
8	83	2.6%
7	62	2.0%
4	50	1.6%
6	50	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2520	80.0%
Dash Punctuation	630	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	802	31.8%
1	507	20.1%
2	434	17.2%
3	342	13.6%
9	140	5.6%
8	83	3.3%
7	62	2.5%
4	50	2.0%
6	50	2.0%
5	50	2.0%

Dash Punctuation

Value	Count	Frequency (%)
-	630	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3150	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	802	25.5%
-	630	20.0%
1	507	16.1%
2	434	13.8%
3	342	10.9%
9	140	4.4%
8	83	2.6%
7	62	2.0%
4	50	1.6%
6	50	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3150	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	802	25.5%
-	630	20.0%
1	507	16.1%
2	434	13.8%
3	342	10.9%
9	140	4.4%
8	83	2.6%
7	62	2.0%
4	50	1.6%
6	50	1.6%

Gross Domestic Product, Year On Year Growth Rate | GDP In Chained (2015) Dollars
Numeric time series

Distinct	225
Distinct (%)	71.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.7857143
Minimum	-11.9
Maximum	18.6
Zeros	0
Zeros (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	-11.9
5-th percentile	-3.69
Q1	2.6833333
median	4.7666667
Q3	8.0333333
95-th percentile	11.636667
Maximum	18.6
Range	30.5
Interquartile range (IQR)	5.35

Descriptive statistics

Standard deviation	4.6261079
Coefficient of variation (CV)	0.96664942
Kurtosis	0.99326425
Mean	4.7857143
Median Absolute Deviation (MAD)	2.7666667
Skewness	-0.26912577
Sum	1507.5
Variance	21.400875
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.0002817928356

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.8	6	1.9%
1.6	4	1.3%
3.3	3	1.0%
4.766666667	3	1.0%
6.2	3	1.0%
4.5	3	1.0%
4	3	1.0%
5.733333333	3	1.0%
5.3	3	1.0%
4.7	3	1.0%
Other values (215)	281	89.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-11.9	1	0.3%
-9.366666667	1	0.3%
-7.7	1	0.3%
-7.5	1	0.3%
-6.833333333	1	0.3%
-6.266666667	1	0.3%
-5.533333333	1	0.3%
-5	1	0.3%
-4.9	1	0.3%
-4.833333333	2	0.6%

Value	Count	Frequency (%)
18.6	1	0.3%
17.83333333	1	0.3%
17.3	1	0.3%
17.06666667	1	0.3%
16.3	1	0.3%
15.83333333	1	0.3%
14.43333333	1	0.3%
13.5	1	0.3%
13.3	1	0.3%
13.13333333	1	0.3%

ACF and PACF

Food & Beverage Services Index, (2017 = 100), In Chained Volume Terms | Total
Numeric time series

NON STATIONARY UNIQUE

Distinct	315
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	101.06062
Minimum	46.492
Maximum	126.343
Zeros	0
Zeros (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	46.492
5-th percentile	78.7206
Q1	97.9375
median	102.316
Q3	107.3495
95-th percentile	114.0092
Maximum	126.343
Range	79.851
Interquartile range (IQR)	9.412

Descriptive statistics

Standard deviation	10.629739
Coefficient of variation (CV)	0.10518181
Kurtosis	5.5085986
Mean	101.06062
Median Absolute Deviation (MAD)	4.617
Skewness	-1.7665348
Sum	31834.095
Variance	112.99135
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.1198420854

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
111.147	1	0.3%
103.435	1	0.3%
106.715	1	0.3%
110.426	1	0.3%
106.164	1	0.3%
112.559	1	0.3%
106.511	1	0.3%
106.363	1	0.3%
110.278	1	0.3%
108.211	1	0.3%
Other values (305)	305	96.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46.492	1	0.3%
48.371	1	0.3%
56.624	1	0.3%
60.51	1	0.3%
69.942	1	0.3%
70.065	1	0.3%
71.238	1	0.3%
71.496	1	0.3%
73.172	1	0.3%
74.419	1	0.3%

Value	Count	Frequency (%)
126.343	1	0.3%
125.698	1	0.3%
118.447	1	0.3%
117.528	1	0.3%
117.231	1	0.3%
116.93	1	0.3%
116.72	1	0.3%
116.555	1	0.3%
116.202	1	0.3%
116.091	1	0.3%

ACF and PACF

Retail Sales Index, (2017 = 100), In Chained Volume Terms | Total
Real number (ℝ)

Distinct	315
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.3883725

Minimum	-52.31033
Maximum	81.949136
Zeros	0
Zeros (%)	0.0%
Negative	122
Negative (%)	38.7%
Memory size	2.6 KiB

Quantile statistics

Minimum	-52.31033
5-th percentile	-10.548569
Q1	-2.9020329
median	1.9792657
Q3	8.3024861
95-th percentile	26.467143
Maximum	81.949136
Range	134.25947
Interquartile range (IQR)	11.204519

Descriptive statistics

Standard deviation	12.10186
Coefficient of variation (CV)	3.5715848
Kurtosis	8.5489524
Mean	3.3883725
Median Absolute Deviation (MAD)	5.5844859
Skewness	1.2031175
Sum	1067.3373
Variance	146.45501
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15.71509756	1	0.3%
-6.235164835	1	0.3%
4.006201135	1	0.3%
6.333720131	1	0.3%
1.680357629	1	0.3%
0.8699988917	1	0.3%
0.4714689515	1	0.3%
-2.822257592	1	0.3%
-5.102432845	1	0.3%
0.3573057625	1	0.3%
Other values (305)	305	96.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-52.31033049	1	0.3%
-41.21943196	1	0.3%
-28.26402481	1	0.3%
-19.71147008	1	0.3%
-19.49591976	1	0.3%
-15.1068278	1	0.3%
-15.01602097	1	0.3%
-14.92432423	1	0.3%
-14.36988927	1	0.3%
-14.32945499	1	0.3%

Value	Count	Frequency (%)
81.94913592	1	0.3%
56.72549532	1	0.3%
46.12575421	1	0.3%
43.20228763	1	0.3%
36.74623577	1	0.3%
32.23641315	1	0.3%
32.01258168	1	0.3%
29.77863851	1	0.3%
28.79486406	1	0.3%
28.73795495	1	0.3%

Sea Cargo And Shipping Statistics (Total Cargo) | Total Container Throughput (Thousand Twenty-Foot Equivalent Units)
Numeric time series

HIGH CORRELATION UNIQUE

Distinct	315
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.4343284
Minimum	-20.288644
Maximum	22.884381
Zeros	0
Zeros (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	-20.288644
5-th percentile	-13.088102
Q1	0.89660289
median	5.687237
Q3	9.3957885
95-th percentile	15.167363
Maximum	22.884381
Range	43.173025
Interquartile range (IQR)	8.4991856

Descriptive statistics

Standard deviation	8.0982017
Coefficient of variation (CV)	1.8262521
Kurtosis	0.79080344
Mean	4.4343284
Median Absolute Deviation (MAD)	4.2642579
Skewness	-0.85184777
Sum	1396.8135
Variance	65.580871
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.006262744925

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.488212275	1	0.3%
6.225740163	1	0.3%
6.090635787	1	0.3%
5.223272779	1	0.3%
3.457290133	1	0.3%
1.813214108	1	0.3%
-0.2506265664	1	0.3%
4.120798474	1	0.3%
4.107408194	1	0.3%
7.247418391	1	0.3%
Other values (305)	305	96.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-20.28864413	1	0.3%
-19.83625022	1	0.3%
-19.59602541	1	0.3%
-18.63251621	1	0.3%
-17.71832209	1	0.3%
-17.01622477	1	0.3%
-16.41359364	1	0.3%
-16.05430997	1	0.3%
-15.96553813	1	0.3%
-15.88301147	1	0.3%

Value	Count	Frequency (%)
22.88438099	1	0.3%
20.90217676	1	0.3%
20.33070061	1	0.3%
20.17464424	1	0.3%
19.85554911	1	0.3%
18.20100237	1	0.3%
18.12702593	1	0.3%
17.97892461	1	0.3%
17.57780226	1	0.3%
16.7383838	1	0.3%

ACF and PACF

Air Cargo Tonnage | Total Direct Tonnage (Tonne)
Real number (ℝ)

Distinct	308
Distinct (%)	97.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	92392.333

Minimum	61659
Maximum	122889
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	61659
5-th percentile	77653.6
Q1	87469.5
median	92348
Q3	97474
95-th percentile	108548.6
Maximum	122889
Range	61230
Interquartile range (IQR)	10004.5

Descriptive statistics

Standard deviation	9426.5344
Coefficient of variation (CV)	0.10202724
Kurtosis	0.53076938
Mean	92392.333
Median Absolute Deviation (MAD)	4882
Skewness	-0.00070736847
Sum	29103585
Variance	88859550
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
80564	5	1.6%
93726	2	0.6%
101294	2	0.6%
90711.4	2	0.6%
93757	1	0.3%
95041	1	0.3%
92336	1	0.3%
96100	1	0.3%
89190	1	0.3%
93653	1	0.3%
Other values (298)	298	94.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
61659	1	0.3%
62847	1	0.3%
67849	1	0.3%
70340	1	0.3%
70843	1	0.3%
71397	1	0.3%
71764	1	0.3%
74679	1	0.3%
74766	1	0.3%
75425	1	0.3%

Value	Count	Frequency (%)
122889	1	0.3%
120489	1	0.3%
117170	1	0.3%
112168	1	0.3%
111866	1	0.3%
111324	1	0.3%
110311	1	0.3%
109866	1	0.3%
109823	1	0.3%
109709	1	0.3%

Merchandise Imports By Commodity Division | Total Merchandise Imports
Numeric time series

HIGH CORRELATION UNIQUE

Distinct	315
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5.930571
Minimum	-33.491589
Maximum	39.889863
Zeros	0
Zeros (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	-33.491589
5-th percentile	-20.073903
Q1	-4.9836138
median	6.7292428
Q3	17.141169
95-th percentile	29.672523
Maximum	39.889863
Range	73.381452
Interquartile range (IQR)	22.124783

Descriptive statistics

Standard deviation	15.006435
Coefficient of variation (CV)	2.5303525
Kurtosis	-0.5209166
Mean	5.930571
Median Absolute Deviation (MAD)	11.224699
Skewness	-0.20351801
Sum	1868.1299
Variance	225.19309
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.001595319918

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.600448256	1	0.3%
1.761717344	1	0.3%
-8.258369267	1	0.3%
-8.270330523	1	0.3%
-2.506644734	1	0.3%
-8.874223212	1	0.3%
-6.499156527	1	0.3%
-2.609732788	1	0.3%
-0.3685846947	1	0.3%
15.0303535	1	0.3%
Other values (305)	305	96.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-33.4915889	1	0.3%
-31.28406546	1	0.3%
-28.2494616	1	0.3%
-27.96860629	1	0.3%
-26.969079	1	0.3%
-26.77141374	1	0.3%
-26.21945538	1	0.3%
-26.02199724	1	0.3%
-24.83285081	1	0.3%
-22.90513061	1	0.3%

Value	Count	Frequency (%)
39.88986327	1	0.3%
38.60607068	1	0.3%
35.35043227	1	0.3%
34.91079086	1	0.3%
34.36428054	1	0.3%
32.69615912	1	0.3%
32.43642823	1	0.3%
32.3623983	1	0.3%
32.11069546	1	0.3%
31.76317177	1	0.3%

ACF and PACF

M1 Money Supply
Real number (ℝ)

Distinct	304
Distinct (%)	96.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.900459

Minimum	-11.782682
Maximum	248.97563
Zeros	0
Zeros (%)	0.0%
Negative	29
Negative (%)	9.2%
Memory size	2.6 KiB

Quantile statistics

Minimum	-11.782682
5-th percentile	-0.97579643
Q1	4.1794074
median	9.3165997
Q3	15.459628
95-th percentile	23.934417
Maximum	248.97563
Range	260.75831
Interquartile range (IQR)	11.280221

Descriptive statistics

Standard deviation	15.828416
Coefficient of variation (CV)	1.4520872
Kurtosis	163.33646
Mean	10.900459
Median Absolute Deviation (MAD)	5.6523411
Skewness	10.898659
Sum	3433.6445
Variance	250.53876
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13.87344154	12	3.8%
9.938032592	1	0.3%
6.900927518	1	0.3%
7.819063936	1	0.3%
10.7348966	1	0.3%
9.870150545	1	0.3%
11.91633856	1	0.3%
14.59850429	1	0.3%
16.53153085	1	0.3%
16.94660488	1	0.3%
Other values (294)	294	93.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-11.78268167	1	0.3%
-11.03852525	1	0.3%
-10.28868034	1	0.3%
-9.794338218	1	0.3%
-8.443790243	1	0.3%
-7.708125893	1	0.3%
-6.520081923	1	0.3%
-5.771421203	1	0.3%
-4.773367778	1	0.3%
-4.515273204	1	0.3%

Value	Count	Frequency (%)
248.9756309	1	0.3%
33.09802867	1	0.3%
32.81745344	1	0.3%
31.78391275	1	0.3%
31.23188308	1	0.3%
29.69961704	1	0.3%
28.9947376	1	0.3%
28.38085819	1	0.3%
28.13359568	1	0.3%
26.94176174	1	0.3%

Index Of Industrial Production (2019 = 100) | Total
Real number (ℝ)

Distinct	314
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.9179108

Minimum	-32.247239
Maximum	58.639049
Zeros	2
Zeros (%)	0.6%
Negative	95
Negative (%)	30.2%
Memory size	2.6 KiB

Quantile statistics

Minimum	-32.247239
5-th percentile	-12.047338
Q1	-2.3541537
median	5.1460685
Q3	13.502651
95-th percentile	25.318454
Maximum	58.639049
Range	90.886288
Interquartile range (IQR)	15.856805

Descriptive statistics

Standard deviation	12.288866
Coefficient of variation (CV)	2.0765548
Kurtosis	1.7438017
Mean	5.9179108
Median Absolute Deviation (MAD)	7.8615232
Skewness	0.52342471
Sum	1864.1419
Variance	151.01624
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2	0.6%
-5.407013057	1	0.3%
-1.926697851	1	0.3%
0.3202970872	1	0.3%
-1.158422041	1	0.3%
3.824068418	1	0.3%
2.644861	1	0.3%
0.7357242497	1	0.3%
-1.914109857	1	0.3%
5.314577826	1	0.3%
Other values (304)	304	96.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-32.24723852	1	0.3%
-25.72058014	1	0.3%
-22.22087965	1	0.3%
-21.92427192	1	0.3%
-21.89996138	1	0.3%
-21.19065401	1	0.3%
-20.63702315	1	0.3%
-16.19398937	1	0.3%
-15.50422467	1	0.3%
-14.9308187	1	0.3%

Value	Count	Frequency (%)
58.63904919	1	0.3%
52.40453996	1	0.3%
49.081461	1	0.3%
41.21096903	1	0.3%
41.04259351	1	0.3%
35.57267332	1	0.3%
32.21275218	1	0.3%
29.58174403	1	0.3%
28.48754502	1	0.3%
28.38423526	1	0.3%

Domestic Exports Of Major Non-Oil Products | Total Electronic Products
Numeric time series

HIGH CORRELATION UNIQUE

Distinct	315
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-0.60038955
Minimum	-39.19719
Maximum	42.737464
Zeros	0
Zeros (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	-39.19719
5-th percentile	-24.885023
Q1	-10.307252
median	-1.7371961
Q3	9.0355817
95-th percentile	25.117754
Maximum	42.737464
Range	81.934654
Interquartile range (IQR)	19.342833

Descriptive statistics

Standard deviation	14.804003
Coefficient of variation (CV)	-24.657329
Kurtosis	-0.020780412
Mean	-0.60038955
Median Absolute Deviation (MAD)	9.7385044
Skewness	0.1472854
Sum	-189.12271
Variance	219.15849
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.00356758835

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.6365978323	1	0.3%
-8.730978284	1	0.3%
-10.24390816	1	0.3%
-3.649909512	1	0.3%
-4.032923472	1	0.3%
-6.871926916	1	0.3%
-7.92812208	1	0.3%
-17.39005352	1	0.3%
-15.31443954	1	0.3%
-16.04106242	1	0.3%
Other values (305)	305	96.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-39.19718958	1	0.3%
-38.26542362	1	0.3%
-37.15245138	1	0.3%
-32.95197263	1	0.3%
-32.01821704	1	0.3%
-31.73208223	1	0.3%
-31.30941754	1	0.3%
-28.93354422	1	0.3%
-28.91219222	1	0.3%
-27.59796762	1	0.3%

Value	Count	Frequency (%)
42.73746418	1	0.3%
40.22596246	1	0.3%
33.60964853	1	0.3%
33.07980819	1	0.3%
32.03439608	1	0.3%
31.65247882	1	0.3%
31.57466464	1	0.3%
30.86152577	1	0.3%
30.21828437	1	0.3%
29.21030872	1	0.3%

ACF and PACF

Composite Leading Index (2015 = 100) | Quarterly Composite Leading Index
Numeric time series

Distinct	314
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.1354587
Minimum	-11.732456
Maximum	21.788413
Zeros	2
Zeros (%)	0.6%
Memory size	2.6 KiB

Quantile statistics

Minimum	-11.732456
5-th percentile	-8.3295354
Q1	-1.6934258
median	2.0105792
Q3	5.1631672
95-th percentile	14.07061
Maximum	21.788413
Range	33.520869
Interquartile range (IQR)	6.856593

Descriptive statistics

Standard deviation	6.0350493
Coefficient of variation (CV)	2.8261137
Kurtosis	0.58002875
Mean	2.1354587
Median Absolute Deviation (MAD)	3.5632681
Skewness	0.37963812
Sum	672.6695
Variance	36.42182
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	3.647959037 × 10^-7

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2	0.6%
2.039052484	1	0.3%
3.061627471	1	0.3%
2.428229633	1	0.3%
2.366419426	1	0.3%
2.304609218	1	0.3%
2.577023803	1	0.3%
2.849438387	1	0.3%
3.121852971	1	0.3%
3.001401971	1	0.3%
Other values (304)	304	96.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-11.73245614	1	0.3%
-11.51704616	1	0.3%
-11.30163618	1	0.3%
-11.0862262	1	0.3%
-10.82191781	1	0.3%
-10.62525307	1	0.3%
-10.42858834	1	0.3%
-10.2319236	1	0.3%
-9.343065693	1	0.3%
-9.224910519	1	0.3%

Value	Count	Frequency (%)
21.7884131	1	0.3%
20.11567084	1	0.3%
18.51621906	1	0.3%
18.44292859	1	0.3%
16.77018634	1	0.3%
16.49484536	1	0.3%
16.37239165	1	0.3%
16.24408137	1	0.3%
16.11577109	1	0.3%
15.98746082	1	0.3%

ACF and PACF

Business Expectations For The Services Sector - General Business Outlook For The Next 6 Months, Weighted Percentages Of Up, Same, Down | Net Weighted Balance - Total Services Sector
Numeric time series

Distinct	168
Distinct (%)	53.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.247619
Minimum	-58
Maximum	36
Zeros	1
Zeros (%)	0.3%
Memory size	2.6 KiB

Quantile statistics

Minimum	-58
5-th percentile	-31.2
Q1	-3.8333333
median	5.3333333
Q3	18.333333
95-th percentile	28
Maximum	36
Range	94
Interquartile range (IQR)	22.166667

Descriptive statistics

Standard deviation	18.393418
Coefficient of variation (CV)	4.330289
Kurtosis	0.58415078
Mean	4.247619
Median Absolute Deviation (MAD)	12.333333
Skewness	-0.87341215
Sum	1338
Variance	338.31782
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	2.72627735 × 10^-5

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24	11	3.5%
11	8	2.5%
3	8	2.5%
18	7	2.2%
5	6	1.9%
26	6	1.9%
7	6	1.9%
22	5	1.6%
31	5	1.6%
9	5	1.6%
Other values (158)	248	78.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-58	1	0.3%
-53	1	0.3%
-51.33333333	1	0.3%
-49.66666667	1	0.3%
-49	1	0.3%
-48	1	0.3%
-41	1	0.3%
-40.33333333	1	0.3%
-40	1	0.3%
-39.33333333	1	0.3%

Value	Count	Frequency (%)
36	1	0.3%
35	1	0.3%
34	1	0.3%
33	1	0.3%
32	1	0.3%
31	5	1.6%
30.66666667	1	0.3%
30.33333333	1	0.3%
30	1	0.3%
29	1	0.3%

ACF and PACF

Domestic Wholesale Trade Index, (2017 = 100), In Chained Volume Terms | Total
Numeric time series

Distinct	315
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.8945303
Minimum	-22.731706
Maximum	21.386802
Zeros	0
Zeros (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	-22.731706
5-th percentile	-13.377089
Q1	-3.1853154
median	0.60149943
Q3	5.8278189
95-th percentile	12.485714
Maximum	21.386802
Range	44.118508
Interquartile range (IQR)	9.0131343

Descriptive statistics

Standard deviation	7.4345967
Coefficient of variation (CV)	8.3111736
Kurtosis	0.58904582
Mean	0.8945303
Median Absolute Deviation (MAD)	4.532719
Skewness	-0.3490868
Sum	281.77705
Variance	55.273228
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.00516132621

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-4.953252948	1	0.3%
-0.7743446423	1	0.3%
4.596229575	1	0.3%
3.081620818	1	0.3%
1.56701206	1	0.3%
-0.4057826258	1	0.3%
-2.378577312	1	0.3%
-4.351371998	1	0.3%
-2.56285832	1	0.3%
1.014169036	1	0.3%
Other values (305)	305	96.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-22.73170637	1	0.3%
-20.36191916	1	0.3%
-19.84035391	1	0.3%
-19.18658373	1	0.3%
-17.99213195	1	0.3%
-17.95005027	1	0.3%
-17.59617588	1	0.3%
-17.16419979	1	0.3%
-16.37834932	1	0.3%
-15.6414611	1	0.3%

Value	Count	Frequency (%)
21.3868016	1	0.3%
19.16782776	1	0.3%
17.28829838	1	0.3%
17.08305769	1	0.3%
16.94885392	1	0.3%
16.15551813	1	0.3%
15.13449865	1	0.3%
15.05190433	1	0.3%
14.72988008	1	0.3%
13.79956569	1	0.3%

ACF and PACF

Foreign Wholesale Trade Index, (2017 = 100), In Chained Volume Terms | Total
Numeric time series

HIGH CORRELATION UNIQUE

Distinct	315
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.8195157
Minimum	-7.09338
Maximum	16.975236
Zeros	0
Zeros (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	-7.09338
5-th percentile	-4.0373463
Q1	1.2254962
median	4.6240872
Q3	8.9256543
95-th percentile	13.944128
Maximum	16.975236
Range	24.068616
Interquartile range (IQR)	7.7001581

Descriptive statistics

Standard deviation	5.5083852
Coefficient of variation (CV)	1.1429334
Kurtosis	-0.65624489
Mean	4.8195157
Median Absolute Deviation (MAD)	3.9922368
Skewness	-0.038897298
Sum	1518.1474
Variance	30.342308
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.0009324379963

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.805478396	1	0.3%
-0.05648750269	1	0.3%
3.023427847	1	0.3%
2.401442416	1	0.3%
1.779456986	1	0.3%
1.54619297	1	0.3%
1.312928955	1	0.3%
1.07966494	1	0.3%
0.5115887185	1	0.3%
-0.6245637239	1	0.3%
Other values (305)	305	96.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-7.093379952	1	0.3%
-7.052628707	1	0.3%
-6.775276006	1	0.3%
-6.680907877	1	0.3%
-6.459993439	1	0.3%
-6.268435802	1	0.3%
-6.144710871	1	0.3%
-5.855963728	1	0.3%
-5.829428304	1	0.3%
-5.724230681	1	0.3%

Value	Count	Frequency (%)
16.97523605	1	0.3%
16.47851254	1	0.3%
16.29313537	1	0.3%
15.98178904	1	0.3%
15.61103469	1	0.3%
15.54329919	1	0.3%
15.48506554	1	0.3%
15.3540347	1	0.3%
15.1647702	1	0.3%
14.97550571	1	0.3%

ACF and PACF

Job Vacancies By Industry And Occupational Group (SSIC 2020) (End Of Period) | Total
Numeric time series

HIGH CORRELATION UNIQUE

Distinct	315
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	9.4258883
Minimum	-65.246637
Maximum	119.15888
Zeros	0
Zeros (%)	0.0%
Memory size	2.6 KiB

Quantile statistics

Minimum	-65.246637
5-th percentile	-44.11175
Q1	-11.330325
median	7.3088081
Q3	23.99056
95-th percentile	69.758575
Maximum	119.15888
Range	184.40552
Interquartile range (IQR)	35.320885

Descriptive statistics

Standard deviation	34.29585
Coefficient of variation (CV)	3.638474
Kurtosis	0.76050078
Mean	9.4258883
Median Absolute Deviation (MAD)	17.957356
Skewness	0.58412631
Sum	2969.1548
Variance	1176.2053
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.001258584772

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-6.735186365	1	0.3%
19.81311968	1	0.3%
8.507489004	1	0.3%
8.696393936	1	0.3%
8.885298869	1	0.3%
13.47311671	1	0.3%
18.06093456	1	0.3%
22.6487524	1	0.3%
21.23093604	1	0.3%
18.39530333	1	0.3%
Other values (305)	305	96.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-65.24663677	1	0.3%
-63.70609118	1	0.3%
-62.58798902	1	0.3%
-62.16554559	1	0.3%
-60.625	1	0.3%
-59.92934127	1	0.3%
-57.27069351	1	0.3%
-56.48148148	1	0.3%
-52.96368907	1	0.3%
-52.2940613	1	0.3%

Value	Count	Frequency (%)
119.1588785	1	0.3%
115.0943396	1	0.3%
111.2716476	1	0.3%
108.561955	1	0.3%
104.6400075	1	0.3%
103.3844167	1	0.3%
102.0295704	1	0.3%
96.4062193	1	0.3%
95.49718574	1	0.3%
94.1856754	1	0.3%

ACF and PACF

Unemployment Rate (End Of Period) | Total Unemployment Rate
Numeric time series

HIGH CORRELATION ZEROS

Distinct	273
Distinct (%)	86.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.7922252
Minimum	-38.636364
Maximum	150
Zeros	17
Zeros (%)	5.4%
Memory size	2.6 KiB

Quantile statistics

Minimum	-38.636364
5-th percentile	-31.081301
Q1	-14.297462
median	0
Q3	9.8611111
95-th percentile	63.611111
Maximum	150
Range	188.63636
Interquartile range (IQR)	24.158574

Descriptive statistics

Standard deviation	30.584459
Coefficient of variation (CV)	6.3820997
Kurtosis	4.6119952
Mean	4.7922252
Median Absolute Deviation (MAD)	12.301587
Skewness	1.8388588
Sum	1509.5509
Variance	935.40914
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.0002639313524

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	17	5.4%
5.263157895	5	1.6%
5.555555556	5	1.6%
-20	3	1.0%
16.66666667	2	0.6%
9.161793372	2	0.6%
-14.28571429	2	0.6%
50	2	0.6%
-5.263157895	2	0.6%
-3.921568627	2	0.6%
Other values (263)	273	86.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-38.63636364	1	0.3%
-38.46153846	1	0.3%
-38.14102564	1	0.3%
-37.93103448	1	0.3%
-37.82051282	1	0.3%
-37.5	1	0.3%
-36.58536585	1	0.3%
-35.90250329	1	0.3%
-35.85646201	1	0.3%
-34.97435897	1	0.3%

Value	Count	Frequency (%)
150	1	0.3%
141.6666667	1	0.3%
133.3333333	1	0.3%
125	1	0.3%
111.9047619	1	0.3%
110.5263158	1	0.3%
98.80952381	1	0.3%
87.5	1	0.3%
85.71428571	1	0.3%
79.16666667	1	0.3%

ACF and PACF

Auto

Heatmap
Table

	Gross Domestic Product, Year On Year Growth Rate \| GDP In Chained (2015) Dollars	Food & Beverage Services Index, (2017 = 100), In Chained Volume Terms \| Total	Retail Sales Index, (2017 = 100), In Chained Volume Terms \| Total	Sea Cargo And Shipping Statistics (Total Cargo) \| Total Container Throughput (Thousand Twenty-Foot Equivalent Units)	Air Cargo Tonnage \| Total Direct Tonnage (Tonne)	Merchandise Imports By Commodity Division \| Total Merchandise Imports	M1 Money Supply	Index Of Industrial Production (2019 = 100) \| Total	Domestic Exports Of Major Non-Oil Products \| Total Electronic Products	Composite Leading Index (2015 = 100) \| Quarterly Composite Leading Index	Business Expectations For The Services Sector - General Business Outlook For The Next 6 Months, Weighted Percentages Of Up, Same, Down \| Net Weighted Balance - Total Services Sector	Domestic Wholesale Trade Index, (2017 = 100), In Chained Volume Terms \| Total	Foreign Wholesale Trade Index, (2017 = 100), In Chained Volume Terms \| Total	Job Vacancies By Industry And Occupational Group (SSIC 2020) (End Of Period) \| Total	Unemployment Rate (End Of Period) \| Total Unemployment Rate
Gross Domestic Product, Year On Year Growth Rate \| GDP In Chained (2015) Dollars	1.000	0.131	0.437	0.493	0.278	0.696	0.303	0.564	0.485	0.684	0.767	0.462	0.678	0.725	-0.635
Food & Beverage Services Index, (2017 = 100), In Chained Volume Terms \| Total	0.131	1.000	0.007	0.027	-0.118	-0.128	-0.108	-0.134	-0.293	-0.059	-0.116	0.134	0.101	-0.094	-0.156
Retail Sales Index, (2017 = 100), In Chained Volume Terms \| Total	0.437	0.007	1.000	0.216	0.150	0.449	0.040	0.190	0.317	0.279	0.469	0.232	0.341	0.365	-0.324
Sea Cargo And Shipping Statistics (Total Cargo) \| Total Container Throughput (Thousand Twenty-Foot Equivalent Units)	0.493	0.027	0.216	1.000	0.121	0.468	0.079	0.348	0.270	0.554	0.430	0.277	0.280	0.321	-0.166
Air Cargo Tonnage \| Total Direct Tonnage (Tonne)	0.278	-0.118	0.150	0.121	1.000	0.403	0.075	0.265	0.166	0.292	0.326	-0.002	0.099	0.476	-0.315
Merchandise Imports By Commodity Division \| Total Merchandise Imports	0.696	-0.128	0.449	0.468	0.403	1.000	0.285	0.555	0.600	0.529	0.602	0.190	0.451	0.673	-0.497
M1 Money Supply	0.303	-0.108	0.040	0.079	0.075	0.285	1.000	0.246	0.119	0.344	0.340	-0.106	0.217	0.403	-0.215
Index Of Industrial Production (2019 = 100) \| Total	0.564	-0.134	0.190	0.348	0.265	0.555	0.246	1.000	0.535	0.565	0.503	0.184	0.271	0.484	-0.191
Domestic Exports Of Major Non-Oil Products \| Total Electronic Products	0.485	-0.293	0.317	0.270	0.166	0.600	0.119	0.535	1.000	0.492	0.434	0.157	0.440	0.410	-0.223
Composite Leading Index (2015 = 100) \| Quarterly Composite Leading Index	0.684	-0.059	0.279	0.554	0.292	0.529	0.344	0.565	0.492	1.000	0.714	0.222	0.402	0.643	-0.258
Business Expectations For The Services Sector - General Business Outlook For The Next 6 Months, Weighted Percentages Of Up, Same, Down \| Net Weighted Balance - Total Services Sector	0.767	-0.116	0.469	0.430	0.326	0.602	0.340	0.503	0.434	0.714	1.000	0.328	0.519	0.761	-0.522
Domestic Wholesale Trade Index, (2017 = 100), In Chained Volume Terms \| Total	0.462	0.134	0.232	0.277	-0.002	0.190	-0.106	0.184	0.157	0.222	0.328	1.000	0.465	0.259	-0.318
Foreign Wholesale Trade Index, (2017 = 100), In Chained Volume Terms \| Total	0.678	0.101	0.341	0.280	0.099	0.451	0.217	0.271	0.440	0.402	0.519	0.465	1.000	0.419	-0.542
Job Vacancies By Industry And Occupational Group (SSIC 2020) (End Of Period) \| Total	0.725	-0.094	0.365	0.321	0.476	0.673	0.403	0.484	0.410	0.643	0.761	0.259	0.419	1.000	-0.593
Unemployment Rate (End Of Period) \| Total Unemployment Rate	-0.635	-0.156	-0.324	-0.166	-0.315	-0.497	-0.215	-0.191	-0.223	-0.258	-0.522	-0.318	-0.542	-0.593	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Period	Gross Domestic Product, Year On Year Growth Rate \| GDP In Chained (2015) Dollars	Food & Beverage Services Index, (2017 = 100), In Chained Volume Terms \| Total	Retail Sales Index, (2017 = 100), In Chained Volume Terms \| Total	Sea Cargo And Shipping Statistics (Total Cargo) \| Total Container Throughput (Thousand Twenty-Foot Equivalent Units)	Air Cargo Tonnage \| Total Direct Tonnage (Tonne)	Merchandise Imports By Commodity Division \| Total Merchandise Imports	M1 Money Supply	Index Of Industrial Production (2019 = 100) \| Total	Domestic Exports Of Major Non-Oil Products \| Total Electronic Products	Composite Leading Index (2015 = 100) \| Quarterly Composite Leading Index	Business Expectations For The Services Sector - General Business Outlook For The Next 6 Months, Weighted Percentages Of Up, Same, Down \| Net Weighted Balance - Total Services Sector	Domestic Wholesale Trade Index, (2017 = 100), In Chained Volume Terms \| Total	Foreign Wholesale Trade Index, (2017 = 100), In Chained Volume Terms \| Total	Job Vacancies By Industry And Occupational Group (SSIC 2020) (End Of Period) \| Total	Unemployment Rate (End Of Period) \| Total Unemployment Rate
0	1997-01-31	5.766667	111.147	15.715098	5.488212	93891.4	1.600448	9.938033	-5.407013	-0.636598	2.039052	5.333333	-4.953253	4.805478	-6.735186	-14.074074
1	1997-02-28	5.733333	109.571	-19.711470	0.511269	95647.4	-11.022186	6.894096	-3.535354	-5.900391	2.393572	3.666667	-1.013923	6.974227	-5.116564	-17.037037
2	1997-03-31	5.700000	118.447	3.658993	16.211454	94048.8	1.893330	9.790800	-6.288319	-5.065484	2.748092	2.000000	2.925407	9.142976	-3.497942	-20.000000
3	1997-04-30	6.966667	107.974	2.971000	9.481268	94470.6	2.179168	4.434663	2.294903	-1.744494	3.147185	8.666667	6.860232	10.549475	-3.759513	-20.277778
4	1997-05-31	8.233333	113.795	2.081662	7.937089	94257.8	6.845282	5.632341	0.208366	-7.157538	3.546278	15.333333	10.795056	11.955975	-4.021084	-20.555556
5	1997-06-30	9.500000	115.347	5.420138	10.244947	91569.4	4.925752	6.924178	11.063939	-3.543468	3.945372	22.000000	14.729880	13.362475	-4.282655	-20.833333
6	1997-07-31	9.966667	110.312	10.336313	9.327738	91285.8	11.158976	6.861076	8.504600	-1.034723	3.951386	20.000000	16.948854	13.054822	-2.629370	-16.919192
7	1997-08-31	10.433333	110.845	4.184883	9.490474	91135.6	15.037700	7.196471	6.958866	-3.225283	3.957400	18.000000	19.167828	12.747169	-0.976084	-13.005051
8	1997-09-30	10.900000	115.028	4.106919	11.181726	93635.0	17.953942	5.518746	14.396187	1.736878	3.963415	16.000000	21.386802	12.439516	0.677201	-9.090909
9	1997-10-31	9.633333	112.639	-3.524919	11.804518	90553.2	7.884949	6.262962	7.750873	-2.081758	2.843080	3.333333	16.155518	9.806800	-4.284904	-6.060606

	Period	Gross Domestic Product, Year On Year Growth Rate \| GDP In Chained (2015) Dollars	Food & Beverage Services Index, (2017 = 100), In Chained Volume Terms \| Total	Retail Sales Index, (2017 = 100), In Chained Volume Terms \| Total	Sea Cargo And Shipping Statistics (Total Cargo) \| Total Container Throughput (Thousand Twenty-Foot Equivalent Units)	Air Cargo Tonnage \| Total Direct Tonnage (Tonne)	Merchandise Imports By Commodity Division \| Total Merchandise Imports	M1 Money Supply	Index Of Industrial Production (2019 = 100) \| Total	Domestic Exports Of Major Non-Oil Products \| Total Electronic Products	Composite Leading Index (2015 = 100) \| Quarterly Composite Leading Index	Business Expectations For The Services Sector - General Business Outlook For The Next 6 Months, Weighted Percentages Of Up, Same, Down \| Net Weighted Balance - Total Services Sector	Domestic Wholesale Trade Index, (2017 = 100), In Chained Volume Terms \| Total	Foreign Wholesale Trade Index, (2017 = 100), In Chained Volume Terms \| Total	Job Vacancies By Industry And Occupational Group (SSIC 2020) (End Of Period) \| Total	Unemployment Rate (End Of Period) \| Total Unemployment Rate
305	2022-06-30	4.500000	91.571	10.010584	1.659978	109517.0	32.436428	13.873442	3.293054	4.063839	0.358423	15.000000	-17.950050	0.938732	35.394456	-23.529412
306	2022-07-31	4.333333	96.725	9.606202	5.208734	109693.0	32.362398	13.056670	1.782524	10.321457	-0.089900	13.000000	-13.997355	1.687858	24.555997	-22.352941
307	2022-08-31	4.166667	95.114	8.865173	2.513905	101835.0	30.754052	7.155458	0.990843	-4.549278	-0.538224	11.000000	-10.044660	2.436983	13.717538	-21.176471
308	2022-09-30	4.000000	93.008	7.764216	-1.719382	101207.0	21.354628	6.967868	1.144870	-10.607850	-0.986547	9.000000	-6.091965	3.186109	2.879079	-20.000000
309	2022-10-31	3.366667	96.423	7.563752	2.921107	101512.0	10.924407	5.816043	-0.644118	-9.267667	-2.465105	7.000000	-4.365132	2.531959	-1.384708	-18.095238
310	2022-11-30	2.733333	94.672	3.528764	-6.174603	99219.0	-0.041443	3.938170	-3.701242	-20.219001	-3.943664	5.000000	-2.638300	1.877809	-5.648494	-16.190476
311	2022-12-31	2.100000	102.994	4.257838	-1.193731	99029.0	-8.242208	6.151695	-3.505964	-17.856474	-5.422222	3.000000	-0.911467	1.223659	-9.912281	-14.285714
312	2023-01-31	1.533333	99.578	-4.899654	-4.905048	85680.0	-11.227587	6.068394	-3.013121	-26.816758	-5.461702	3.333333	2.834411	0.420000	-5.828636	-16.190476
313	2023-02-28	0.966667	88.697	8.642604	-5.595217	87288.0	-4.710306	5.942270	-9.611680	-26.537747	-5.501182	3.666667	6.580290	-0.383658	-5.775872	-18.095238
314	2023-03-31	0.400000	94.430	2.485396	7.962453	97640.0	-10.954811	6.632419	-3.782552	-22.266391	-5.540661	4.000000	10.326168	-1.187316	-4.783451	-20.000000

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample